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course information of 106 - 2 | 1147 Social Network and Service Innovation(社群網路與服務創新)

1147 - 社群網路與服務創新 Social Network and Service Innovation


教育目標 Course Target

本課程講述社群網路基本概念與實際應用案例,從社群網路理論為基礎分析實際案例中的理論導入與加值創新。由探討案例中理解資料探勘、統計分析等技術應用概念。簡介現今相關社群網路基礎導論,包括社群偵測(Community Detection)、影響力擴散(Social Influence)、領導者(Social Leadership)、推薦系統(Social Recommendation)等議題,並介紹分析社群網路常見圖形化工具與導入雲端平台運算服務(AWS, Amazon Web Service),以利學生課堂上學習與應用。課程主要分為兩部分,社群網路理論與應用導論、理論與技術的實作案例與展示。本課程可以提供學生了解社群網路概念與現今的創新應用技術,另一個重點是透過圖形化工具使學生實際摸索與探導社群網路的關聯分析。This course introduces the basic concepts and practical application cases of social networking, and analyzes the theoretical introduction and value-added innovation in actual cases based on social network theory. The technical application concepts such as data exploration and statistical analysis are understood from the discussion cases. Introduction to the current social network infrastructure introduction, including Community Detection, Social Influence, Social Leadership, Social Recommendation, etc., and introduces the analysis of social networks. Road common graphical tools and import cloud computing services (AWS, Amazon Web Service) for students to learn and apply in class. The course is divided into two parts, the introduction and demonstration of social network theory and application theory, theory and technology. This course provides students with an understanding of the social networking concept and today's innovative application technologies. Another focus is on enabling students to actually explore and explore the association analysis of social networks through graphical tools.


參考書目 Reference Books

1. Reza Zafarani, Mohammad Ali Abbasi, Huan Liu, 2014., “Social Media Mining: An Introduction”, Cambridge University Press
2. AWS Documentation, Official website of Amazon Web Service
1. Reza Zafarani, Mohammad Ali Abbasi, Huan Liu, 2014., “Social Media Mining: An Introduction”, Cambridge University Press
2. AWS Documentation, Official website of Amazon Web Service


評分方式 Grading

評分項目 Grading Method 配分比例 Grading percentage 說明 Description
作業作業
operation
30
期中考試期中考試
midterm
30
期末報告期末報告
Final report
30
課堂成績課堂成績
Class performance
10
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Course Information

Description

學分 Credit:0-3
上課時間 Course Time:Thursday/9,10,11[ST020]
授課教師 Teacher:陳倫奇
修課班級 Class:資工系數創組2
選課備註 Memo:同103、104級數創組分組選修「社群網路」、「服務創新」之一

選課狀態 Attendance

There're now 46 person in the class.
目前選課人數為 46 人。

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